Record, CLM, bronze and silver
CLM-414254
Received 2026-10-11T21:11:41Z , line 90,470 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | BRITTANY | Brittany | Changed |
| Middle | — | — | Unchanged |
| Last name | ROMERO | Romero | Changed |
| Date of birth | 19600706 | 1960-07-06 | Parsed |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7965 | •••-••-7965 | Unchanged |
| Phone | 3003642246 | 3003642246 | Unchanged |
| ·· | — | Unchanged | |
| Address | 1712 RIDGE RD | 1712 Ridge Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75267 | 75267 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- brittany|romero
- Address key
- 1712|ridge|75267
- Canonical first
- brittany
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-56290 | 1.00 | Scored | — | Auto-linked |
| ENR-118724 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414256 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414255 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-118723 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027504
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brittany Romero, 1960-07-06, 6 records, Verified
Evidence
Matched against TPA-56290
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye44c6566e62026-10-19 19:54:38, scoring_agentidentity id MBR-027504, confidence 1, method probabilistic, matched record TPA-56290, policy version 1
- Record linked automatically49877807a42026-10-19 19:52:09, scoring_agentidentity id MBR-027504, confidence 1, method probabilistic, matched record TPA-56290, policy version 1
- Record linked automatically48834bfef22026-10-19 19:45:42, scoring_agentidentity id MBR-027504, confidence 1, method probabilistic, matched record TPA-56290, policy version 1
- Record linked automatically09ea375e152026-10-19 19:32:31, scoring_agentidentity id MBR-027504, confidence 1, method probabilistic, matched record TPA-56290, policy version 1